DEVELOPMENT... OpenML
Run
198551

Run 198551

Task 3651 (Supervised Classification) cleveland Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7975
Per class
F measure
0.7921
Per class
Kappa
0.587
KB relative information score
175.7505
Mean absolute error
0.2079
Mean prior absolute error
0.4966
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8029
Per class
Predictive accuracy
0.7921
Prior entropy
0.9951
Recall
0.7921
Per class
Relative absolute error
0.4187
Root mean prior squared error
0.4983
Root mean squared error
0.456
Root relative squared error
0.9151
SciMark benchmark
889.3151
UserCPU time millis
40
UserCPU time millis training
40